Running open-source Large Language Models (LLMs) used to be a luxury reserved for developers with enterprise-grade server rooms. If you didn't have dual A100 GPUs sitting under your desk, running a modern 8B or 14B parameter model was a one-way ticket to Out-Of-Memory (OOM) crashes and frozen sy...
Source: [Dev.to](https://dev.to/quantizelab/gguf-vs-gptq-vs-awq-which-quantization-format-should-you-actually-use-5hn9)